Recursive Partitioning and Applications

The routes to many important outcomes including diseases and ultimately death as well as financial credit consist of multiple complex pathways containing interrelated events and conditions. We have historically lacked effective methodologies for identifying these pathways and their non-linear and in...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zhang, Heping (Συγγραφέας), Singer, Burton H. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: New York, NY : Springer New York, 2010.
Έκδοση:Second.
Σειρά:Springer Series in Statistics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • A Practical Guide to Tree Construction
  • Logistic Regression
  • Classification Trees for a Binary Response
  • Examples Using Tree-Based Analysis
  • Random and Deterministic Forests
  • Analysis of Censored Data: Examples
  • Analysis of Censored Data: Concepts and Classical Methods
  • Analysis of Censored Data: Survival Trees and Random Forests
  • Regression Trees and Adaptive Splines for a Continuous Response
  • Analysis of Longitudinal Data
  • Analysis of Multiple Discrete Responses.